Data Science and Analytics for Decision Support (SIG DSA)

AI for Power Outage Prediction: Leveraging Data Insights and Integration

Joao Paulo R. R. Leite, Universidade Federal de Itajubá
Gabriel Favoretti Nichio, Universidade Federal de Itajubá
Edvard Martins de Oliveira, Universidade Federal de Itajubá
Luiz Olmes Carvalho, Universidade Federal de Itajubá
Rafael P. Pagan, DDMX Produtividade Inteligente

Beyond Ratings: Exploring Familial Influence on Sharing Economy Success

Md Jabir Rahman, Oklahoma City University
Huigang Liang, The University of Memphis

Bike-Sharing Station Placement: Spatial Analysis and Data Mining of Network Design Characteristics

Julian Sengewald, Technische Universität Dortmund
Richard Lackes, Technische Universität Dortmund

Comparing Summarization Techniques for Tourism Event Articles: Topic Modeling vs. TextRank

Taekyung Kim, Kyung Hee University
seongsu Kim, Kyung Hee University
Arum Park, Seoul Cyber University
Jaehwan Lee, Hallym University

Decoding Trust: LLM in Provider Topic Modeling

Md Jabir Rahman, Oklahoma City University
Samira Rahman, University of Memphis
Md Juber Rahman, Murphy USA

Efficiency and Explainability in Wastewater Treatment Plant: A Machine Learning Approach to Cost Management and Effluent Quality

Lana Dominkovic, Faculty of information studies
Nadja Hvala, Jozef Stefan Institute
Darko Vrečko, Jozef Stefan Institute
Biljana Boshkoska, Faculty of information studies

Exploration of GAI-induced complacency

Eunyoung Kim, Mississippi state university
Yusi Ma, Florida International University

Exploring Inequality Analyses with Design Science Research Methods

Javier Aguilar, Claremont Graduate University

Faceless Appeal: Rethinking Visibility in Sharing

Md Jabir Rahman, Oklahoma City University
Robert Greve, Oklahoma City University
Faruk Ahmed, University of Memphis

Five Ethical Principles Data Science Students Need to Consider When Creating Infographics

Salma Banu Nazeer Khan, Macquarie University
Deborah Richards, Macquarie University
Ayse Aysin Bilgin, Macquarie University
Paul Formosa, Macquarie University

Integrating Advanced Location Analytics and Machine Learning in Environmental Studies: A Cross Disciplinary Approach

Adam R. Albina, Saint Anselm College
David V. Guerra, Saint Anselm College

Knowing the class distinguishing abilities of the features, to build better decision-making models

Payel Sadhukhan, The Neotia University
Kausik Sengupta, TCG CREST
Sarbani Palit, Indian Statistical Institute
Tanujit Chakraborty, Sorbonne University

Maximizing the Impact of Process Mining Research: Four Strategic Guidelines

Katharina Brennig, Paderborn University (UPB), Faculty of Business Administration and Economics
Bernd Löhr, Paderborn University (UPB)
Jonathan Brock, Fraunhofer-Institut für Entwurfstechnik Mechatronik IEM
Malte Reineke, Paderborn University
Christian Bartelheimer, Paderborn University

Predicting Long Term Stock Price Performance with Support Vector Regression

Ali M. Baker, University of Bridgeport

PREDICTIVE INTELLIGENCE USING THE EXAMPLE OF FORECASTING CUSTOMER ORDERS IN THE METALWORKING INDUSTRY

Sebastian Junghans, Westsächsische Hochschule Zwickau
Matthias Wichmann, Wirtschaftswissenschaften
Tobias Teich, Wirtschaftswissenschaften

Predictive Tools for House Fire Instance Preparation

Andrew Edwards, Macquarie University
Stephen Smith, Macquarie University
Peter Busch, Macquarie University

The Impact of an Explanation-Induced Expectation Violation in Explainable AI

Marc Christoph de Zoeten, Johannes Gutenberg-Universität

The Influence of Location on Online Reviews: Discerning a Potential Moderator via Geospatial Analysis Methods

Asish Satpathy, Arizona State University
Michael A. Erskine, Middle Tennessee State University
Jhanvi Shailesh Shah, Arizona State University

Theorizing XAI - a layered concept being multidisciplinary at its core

Dorthea Mathilde Kristin Vatn, NTNU
Patrick Mikalef, NTNU

UDF: a k-modes-Based Algorithm to Reduce Unproductive Displacement of Power Utility Teams

Andre Augusto César do Nascimento, Universidade Federal de Itajubá
Gabriel Favoretti Nichio, Universidade Federal de Itajubá
Edvard Martins de Oliveira, Universidade Federal de Itajubá
Bruno Tardiole Kuehne, Universidade Federal de Itajubá
Rafael P. Pagan, DDMX Produtividade Inteligente

Warm Words, Unequal Opportunities!

Samira Rahman, University of Memphis
Md Jabir Rahman, Oklahoma City University
Sri Beldona, Oklahoma City University